Fokko commented on PR #1665:
URL: https://github.com/apache/iceberg-python/pull/1665#issuecomment-2661321735

   @kevinjqliu Yes, that is an issue, but we don't respect this for any of the 
operations (`append`, etc). Doing this would make the operations expensive so 
we could leave this up to the user. Two more opinionated approaches are:
   
   - Don't allow `join_cols` if the table has identifier fields.
   - Remove the `join_cols` column.
   
   But I think it might be _too_ opinionated. Would love to hear what others 
think.
   
   @ananthdurai Kevin already provided an excellent answer, If you want to 
learn more, I would recommend reading the docs on [hidden partition 
pruning](https://iceberg.apache.org/docs/nightly/partitioning/).


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